◆ Gentoo Logic · Modeling Warehouse

Architecture comparison

Darktrace vs Okta

Darktrace runs closer to the foundational model (Native (own / self-hosted weights)) than Okta (Middleware / wrapper). No shared foundational model — different bets.

Darktrace

Cybersecurity

Proximity
Native (own / self-hosted weights)
Models
proprietary / self-built models
Cloud · datastore
Hybridown
Compliance
SOC 2ISO 27001
Architecture

Self-Learning AI built in-house; models the network rather than calling an LLM.

Okta

Cybersecurity

Proximity
Middleware / wrapper
Models
middleware / wrappers
Cloud · datastore
AWSMySQLDynamoDBRedis
Compliance
SOC 2FedRAMP (High)ISO 27001
Architecture

AWS-native identity cloud (workforce + Auth0 customer identity) on MySQL/DynamoDB with a multi-tenant cell architecture. AI is in-house threat-detection ML plus assistant LLMs.

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